Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003443

The MH-36 locality cells most similar to this Nanded cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003182

distance 0.135

#2 · Nandedcell 4850004331

distance 0.174

#3 · Nandedcell 4850003088

distance 0.187

#4 · Nandedcell 4850003278

distance 0.19

#5 · Hingolicell 4770000301

distance 0.2 · cross-district

#6 · Nandedcell 4850005404

distance 0.204

#7 · Nandedcell 4850003430

distance 0.214

#8 · Nandedcell 4850003346

distance 0.218

#9 · Jalgaoncell 4780008388

distance 0.219 · cross-district

#10 · Hingolicell 4770000028

distance 0.226 · cross-district

#11 · Kolhapurcell 4800005205

distance 0.228 · cross-district

#12 · Nandedcell 4850003348

distance 0.228

#13 · Laturcell 4810004512

distance 0.228 · cross-district

#14 · Nandedcell 4850002809

distance 0.231

#15 · Yavatmalcell 5000003793

distance 0.233 · cross-district

#16 · Nandedcell 4850006258

distance 0.234

#17 · Nandedcell 4850004059

distance 0.236

#18 · Nandedcell 4850001886

distance 0.237

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":485,"cluster_id":4850003443}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.